Jungwook Choi

PACT: Parameterized Clipping Activation for Quantized Neural Networks

Jungwook Choi, Zhuo Wang, Swagath Venkataramani et al. · arXiv (Cornell University) · 2018 · 720 citations · Full text

Computing, Computer Engineering, Computer Science +15

Training Deep Neural Networks with 8-bit Floating Point Numbers

Naigang Wang, Jungwook Choi, Daniël Brand et al. · arXiv (Cornell University) · 2018 · 207 citations · Full text

Computing, Computer Engineering, Computer Science +10

AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training

Chia‐Yu Chen, Jungwook Choi, Daniël Brand et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 136 citations · Full text

Computing, Computer Science, High-performance Computing +17

Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks

Xiao Sun, Jungwook Choi, Chia Yu Chen et al. · Neural Information Processing Systems · 2019 · 134 citations

Computing, Computer Engineering, Computer Science +15

Accurate and Efficient 2-bit Quantized Neural Networks

Jungwook Choi, Swagath Venkataramani, Vijayalakshmi Srinivasan et al. · Proceedings of Machine Learning and Systems · 2019 · 109 citations

Computing, Computer Engineering, Computer Science +11